EP3194619A1 - Methods and tools for analyzing hybridization - Google Patents
Methods and tools for analyzing hybridizationInfo
- Publication number
- EP3194619A1 EP3194619A1 EP15775119.9A EP15775119A EP3194619A1 EP 3194619 A1 EP3194619 A1 EP 3194619A1 EP 15775119 A EP15775119 A EP 15775119A EP 3194619 A1 EP3194619 A1 EP 3194619A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- probes
- hybridization
- mutant
- target
- polynucleotide
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
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Classifications
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6813—Hybridisation assays
- C12Q1/6827—Hybridisation assays for detection of mutation or polymorphism
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6813—Hybridisation assays
- C12Q1/6834—Enzymatic or biochemical coupling of nucleic acids to a solid phase
- C12Q1/6837—Enzymatic or biochemical coupling of nucleic acids to a solid phase using probe arrays or probe chips
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
- G16B20/20—Allele or variant detection, e.g. single nucleotide polymorphism [SNP] detection
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2525/00—Reactions involving modified oligonucleotides, nucleic acids, or nucleotides
- C12Q2525/10—Modifications characterised by
- C12Q2525/161—Modifications characterised by incorporating target specific and non-target specific sites
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2565/00—Nucleic acid analysis characterised by mode or means of detection
- C12Q2565/50—Detection characterised by immobilisation to a surface
- C12Q2565/501—Detection characterised by immobilisation to a surface being an array of oligonucleotides
Definitions
- the present invention relates to methods for analyzing hybridization, more particularly to determine the presence or absence of specific polynucleotides such as mutated genes in a sample. Further provided herein are related kits and computer programs for analyzing hybridization.
- WO201 1/035801 describes a method for analyzing hybridization, involving the analysis of hybridization intensities for different probes as a function of hybridization free energy. Although the method allows for identifying which of a known set of mutants is present in a sample, there is still a need for improved methods for analyzing hybridization.
- Hooyberghs et al. (Biosensors and Bioelectronics, 2010, 26: 1692-1694) relates to a microarray and hybridization-based method of detecting small concentrations in a mixture of mutant and wild type polynucleotides, based on the observation of a shift of cluster of probes with respect to a thermodynamic baseline (by plotting the hybridization intensity against the ⁇ ), wherein hybridization intensities obtained for the mixture are compared to this thermodynamic baseline.
- this method is prone to errors due to concentration variations in the sample.
- a target polynucleotide and a reference polynucleotide are individually hybridized to two identical probe arrays, wherein the presence of a mutation in the target polynucleotide is determined by comparing the hybridization patterns obtained for the target polynucleotide and reference polynucleotide.
- W0951 1995 discloses a method involving hybridizing a reference and a target sequence to identical arrays comprising a plurality of probes comprising several mismatch probes and determining whether the reference sequence is the same or different from the target sequence based on the relative specific binding to the probes.
- the present invention relates to methods for analyzing hybridization. More particularly, the methods described herein allow for the determination of the presence of specific polynucleotides such as mutant genes in a sample, and may allow for a reliable identification and/or quantification of mutant genes in a sample.
- a method for determining the presence of a mutant polynucleotide in a sample solution said mutant polynucleotide differing from a target polynucleotide comprising a target sequence in one or more nucleotides of said target sequence, said method comprising contacting said sample solution as well as a reference solution comprising said target polynucleotide and essentially free of said mutant polynucleotide with a plurality of probes and comparing the hybridization intensities obtained for both samples and determining the presence of said mutant polynucleotide based thereon, wherein the different probes of said plurality of probes are characterized in that they are designed to by a varying complementarity to said target sequence. More particularly the varying complementarity to said target sequence is limited to a maximum of one or two non-complementary nucleotides with respect to the target sequence.
- the methods described herein comprise: (i) contacting said sample solution with a first plurality of probes, and obtaining first hybridization intensities for each of said first plurality of probes; (ii) contacting a reference solution comprising said target polynucleotide and essentially free of said mutant polynucleotide, with a second plurality of probes, and obtaining second hybridization intensities for each of said second plurality of probes; and (iii) comparing said first hybridization intensities with said second hybridization intensities for corresponding probes for said sample and said reference solution and determining the presence of said mutant polynucleotide based thereon; wherein the method is characterized in that said first plurality of probes is identical to said second plurality of probes, and that the different probes of said plurality of probes are characterized by a varying complementarity to said target sequence.
- step (iii) comprises analyzing the logarithm of said first hybridization intensities as a function of the logarithm of said second hybridization intensities for corresponding probes.
- the method comprises determining whether two or more parallel linear relationships can be distinguished between parts of said logarithm of said first hybridization intensities as a function of the logarithm of said second hybridization intensities.
- said first and second plurality of probes each comprise: a perfect match probe for said target sequence and a variety of probes with one or two non- complementary nucleotides with respect to said target sequence, wherein each of said perfect match probe and each of said plurality of probes are provided on separate spots on a surface.
- said reference solution is essentially free of any mutant of said target polynucleotide.
- the method further comprises selecting probes of said second plurality of probes for which the hybridization has reached thermodynamic equilibrium. In certain embodiments, the method further comprises determining the relative amount of said target polynucleotide and said mutated target polynucleotide in said sample solution. In particular embodiments, the method further comprises determining which of a plurality of candidate mutant polynucleotides is present in said sample solution.
- said sample solution is prepared by: extracting DNA from a sample of interest; amplification of a target polynucleotide and mutants thereof contained in said DNA using a pair of primers of which one primer has a phosphate modification at its 5' end, thereby obtaining double stranded DNA; and digesting the 5' phosphate modified strands of said double stranded DNA using lambda exonuclease.
- said hybridization intensities are induced by emission of a label associated with a hybrid formed by binding of said target polynucleotide or mutants thereof and said probes.
- said label comprises a hybridization sequence complementary to a sequence on said mutant polynucleotide and said target polynucleotide outside said target sequence.
- said first and second plurality of probes each comprise at least 100 probes.
- said first plurality of probes and said second plurality of probes are provided on separate spots of a microarray.
- the tool is a kit.
- the tool is a kit for determining the presence of a mutant of a target polynucleotide comprising a target sequence in a sample solution, comprising a plurality of probes, wherein the plurality of probes comprises a perfect match probe for said target sequence and probes with one or two non-complementary nucleotides with respect to said target sequence.
- the kit comprises a microarray having a plurality of microarray spots each of them comprising a probe, wherein the probes of said spots comprise a perfect match probe for said target sequence and a plurality of probes with one or two non- complementary nucleotides with respect to said target sequence.
- kits provided herein also comprise a reference solution comprising said target polynucleotide, wherein said reference solution is essentially free of said mutant, preferably essentially free of any mutant of said target polynucleotide.
- a computer program product for performing, when executed on a computing device, a method for determining the presence of a mutant of a target polynucleotide in a sample solution as described herein.
- the present methods and tools allow for a highly reliable detection, identification and quantification of mutations such as point mutations in a gene.
- the methods can provide a surprisingly low detection sensitivity. More particularly, the inventors have found that the method may allow for the detection of mutant genes in a mixture of mutated and non- mutated genes comprising less than 1 % mutant. Due to the intrinsic parallel character of the microarray technology, the present method makes it possible to detect hundreds of different point mutations in a single run.
- Fig. 1 Illustrative plot of hybridization intensities obtainable using a mixture of wild type and a mutant K-RAS nucleotide versus the corresponding hybridization intensities obtained using a solution containing only the wild type.
- the data points form four branches, wherein the most deviating branch (mutation branch) contains information about the mismatching nucleotides associated to the mutant K-RAS nucleotide.
- Fig. 2 Schematic illustration of competitive hybridization in the case of a mixture between mutant and wild type targets hybridizing to probe sequences.
- the four different pictograms indicate the four different nucleotides and their shapes showing their complementarity as pairs. In this Figure, the pictograms are at the same position for all strands.
- the grouping of the probes, in term of branches, is dependent on the type of the nucleotide.
- Fig. 3 Plot of data obtained for a sample containing G13C mutant (5%) and wild type (95%) K-RAS nucleotides, showing a strongly deviating mutation branch.
- Fig. 6 Concentration profile showing exp(p)-1 in function of mutant fraction for 12 different KRAS mutations. The dotted line represents a statistical power of 90%.
- polynucleotide as used herein may include oligonucleotides and refers to polymer composed of nucleotide monomers, typically having a length of at least 10 nucleotides. Typically, the polynucleotides such as the target polynucleotides and probes referred to herein are single-stranded polynucleotides. As used herein, the term “polynucleotide” may include deoxyribonucleic acid (DNA), ribonucleic acid (RNA) or peptide nucleic acid (PNA).
- DNA deoxyribonucleic acid
- RNA ribonucleic acid
- PNA peptide nucleic acid
- equilibrium refers to thermodynamic equilibrium and indicates a situation wherein a steady state is obtained such that the number of conventional target- probe bindings does not substantially change over time.
- non-equilibrium or “non- equilibrium effects” refers to occurrence of a target-probe binding state that may change over time.
- free energy refers the Gibbs free energy (AG) or chemical potential. Where in embodiments analysis is performed as function of hybridization free energy, this includes analysis as function of AAG, being the free energy difference between a perfect matching hybridization and a hybridization where the probe sequences have one or more internal mismatches.
- hybridization refers to nucleic acid hybridization. This refers to the process of establishing a non-covalent sequence-specific interaction between two or more complementary strands of nucleic acids into a single hybrid.
- the strands of nucleic acids that may bind to their complement can for example be oligonucleotides, DNA, RNA or PNA. Nucleotides form the basic components of the strands of nucleic acids.
- Hybridization comprises binding of two perfectly complementary strands (in the Watson-Crick base- pairing senses), but also binding of non-perfect complementary strands.
- non-perfect complementary strand reference may be made to strands having a small number of non-complementary elements such as one, two or more non-complementary elements, preferably one or two non-complementary elements. In principle there is no limit to the number of non-complementary elements but the more non- complementary elements, the easier these are detectable.
- any of the features of the claimed embodiments can be used in any combination.
- methods for analyzing hybridization allow for determining the presence of a mutant polynucleotide, also referred to herein as "mutant" in a sample solution.
- the present application provides a method for determining the presence of a mutant polynucleotide in a sample solution.
- mutant polynucleotide or “mutant” as used herein refers to a polynucleotide having a sequence which differs from the sequence of a certain target polynucleotide in one or more nucleotides.
- mutant is not limited to sequences which are the result of a change in the target polynucleotide in a specific organism, tissue or cell but also include naturally occurring (i.e. evolutionary) sequence variants. More particularly in the context of the present application, these differences or mutations are located within a certain subsequence of the target polynucleotide, referred to herein as the "target sequence”. Again, it will be understood that the "target sequence” is the sequence used as the reference sequence. In particular embodiments, the mutant polynucleotide only differs from the target polynucleotide in one or more nucleotides within the target sequence.
- the mutant polynucleotide differs from the target polynucleotide in a limited number of nucleotides within the target sequence, preferably in at most two nucleotides, such as only in one nucleotide.
- the present method focuses on the interaction between a strand that initially is in a sample solution, and a strand that is bound to a surface, it is noted that hybridization may occur between nucleic acid strands that both are in solution.
- the strands initially present in the sample solution are typically referred to in the art as “target”, whereas the strand which is to hybridize to the target is referred to as “probe”. Accordingly, the mutant polynucleotide(s) and target polynucleotide referred to herein may both be considered as "targets”.
- the probe may for example be a strand of oligonucleotides, DNA, RNA or PNA (partially) complementary to a target which may be present in the sample solution.
- the probe is preferably bound to a surface, the present methods may also be performed using probes in solution.
- the methods described herein comprise measuring the degree of hybridization between a set of probes and polynucleotides of a sample solution and comparing this to the degree of hybridization of the same set of probes and a reference sample. Accordingly, the methods provided herein are based on the simultaneous detection of the degree of hybridization of a plurality of probes to a sample.
- the methods envisaged herein may be used for the analysis of hybridization to probes in solution, it is preferred that the probes are provided on a surface.
- the methods envisaged herein comprise
- steps (i) and (ii) are performed is not critical. Accordingly, these steps can be performed in any order or even simultaneously.
- the sample solution typically comprises a mixture of the target polynucleotide and a mutant polynucleotide, wherein the concentration of the mutant polynucleotide [c(mut)] is significantly smaller than the concentration of the target or wild type polynucleotide [c(wt)].
- the ratio of these concentrations [c(mut)/c(wt)] is also referred to herein as the "relative concentration" of mutant polynucleotide in the sample solution.
- the relative concentration of mutant polynucleotide in the sample solution is between 0.01 and 0.5, more preferably between 0.01 and 0.1 .
- the relative concentration may also be expressed as a percentage, which refers to ⁇ ⁇ QQ * [c(mut)/c(wt)].
- the sample solution may be prepared using standard methods known in the art. This may include extracting DNA or other polynucleotides from a sample of interest, followed by amplification of certain fragments within the extracted DNA. Typically, amplification is performed using PCR (polymerase chain reaction). However, this results in double stranded DNA, whereas single-stranded DNA is preferred for the present methods. Indeed, hybridization of double-stranded DNA with nucleic acid probes is hampered by competition between the complementary non-target strand and the probe. Such competition can be avoided by degradation of the complementary strands, for example using lambda exonuclease.
- Lambda exonuclease is a processive enzyme that acts in the 5 ' to 3 ' direction, catalyzing the removal of 5 ' mononucleotides from duplex DNA.
- the preferred substrate is 5 ' -phosphorylated double stranded DNA. Accordingly, in certain embodiments, the preparation of the sample solution may comprise the steps of:
- contacting steps (i) and (ii) are typically performed under conditions suitable for hybridization of the target polynucleotide to said probes. These conditions are typically also suitable for hybridization of the mutant to the probes, given the similarity between the target polynucleotide and mutant polynucleotide.
- relevant parameters for optimizing hybridization include hybridization time, temperature, and probe length.
- the probes have a length ranging from about 20 to about 30 nucleotides.
- the first and second plurality of probes form two identical probe sets, i.e. the probes of the first plurality are identical to the probes of the second plurality. Accordingly, for each probe of the first plurality of probes, there is a corresponding identical probe in the second plurality of probes. This allows for a direct comparison between the hybridization intensities for both sets.
- the terms "first plurality of probes” and “second plurality of probes” are also referred to herein as “first probe set” and “second probe set", respectively.
- the probes of the first probe set are selected so that they provide a varying complementarity to the target sequence, more particularly so as to cover a range of hybridization intensities for the hybridization between the target polynucleotide and the probes. This may be obtained by providing different (single- stranded) probes having different binding affinities for the (target sequence of) the target polynucleotide.
- a hybridization probe may contain a hybridization sequence (intended for hybridization with the target and of which the sequence will be determined by the target) and a tail sequence, which may be used to hybridize to other sequences, for tagging of the probe, etc...
- the probe sets will include a plurality of mismatch (MM) probes having a hybridization sequence having one or more, preferably one or two, non- complementary nucleotides with respect to the target sequence.
- MM mismatch
- the hybridization sequence and the target sequence typically have the same length, i.e. contain the same number of nucleotides.
- the first and second probe set each comprise:
- perfect match probe and said each of said plurality of probes are preferably provided on separate spots on a surface.
- perfect match probe refers to a probe having a hybridization sequence which is completely complementary to the target sequence of the target polynucleotide.
- mismatch probe refers to a probe having a hybridization sequence which is non-complementary to the target sequence because the hybridization sequence comprises one or more non- complementary nucleotides with respect to the target sequence.
- the MM probes comprise at most two non-complementary nucleotides.
- the MM probes preferably comprise either one or two non-complementary nucleotides.
- the optimal number of probes required for the present methods may depend on various parameters such as the target sequence length and the amount and type of possible mutants expected in the sample.
- the first and second probe sets will each comprise at least 100 probes, preferably at least 500, at least 1000, or even more.
- the probes are preferably provided on a surface.
- the probes may be provided on any type of carrier, it is preferred that the probes are provided on a microarray.
- the first and second plurality of probes are provided on separate spots of a microarray.
- a microarray as a hybridization platform contains a large number of probes which are immobilized on a solid surface.
- the probes are provided in spatially separated spots, wherein each spot comprises one (and only one) type of probe. Typically, each spot comprises only a few picomoles of each probe.
- Typical microarrays comprise hundreds or even thousands of spots.
- a plurality of microarray platforms suitable for use in the present methods are commercially available, and include but are not limited to the platform provided by Agilent, the GeneChips platform from Affymetrix or CodeLink Bioarray platform from Amersham Biosciences.
- the first and second plurality of probes may be provided on the same microarray. This can facilitate comparing the hybridization intensities for the two sets of probes.
- the methods as envisaged herein involve the comparison of the hybridization of a set of probes with a sample and with a reference solution.
- the reference solution is characterized in that it comprises the target polynucleotide.
- the reference solution is typically prepared such that any hybridization intensity (above the background signal) detected upon contacting the reference solution to the probes is attributable to the hybridization of the target polynucleotide to the probes. This can be achieved in various ways.
- the reference solution is free from the mutant polynucleotide of interest.
- the reference solution is essentially free of any strands comprising one or more mutations in the target sequence. In this way, it can be ensured that essentially all of the hybridization intensity results from hybridization of the target polynucleotide to the probes.
- the reference solution may still contain polynucleotide strands which do not comprise the target sequence, provided that they do not significantly hybridize with the plurality of probes. Such polynucleotide strands may include "barcode" strands which can be used for labeling the target polynucleotide (see further).
- essentially all of the strands of the reference solution actually comprise the target sequence or even completely correspond to the target nucleotide. In certain embodiments, at least 99.9%, more preferably at least 99.95% of all strands present in the reference solution comprise the target sequence or even correspond to the target polynucleotide.
- the target polynucleotide present in the reference solution may be labeled with a certain marker (see further), wherein the target polynucleotide is the only polynucleotide in the reference solution which is labeled with said marker.
- the hybridization intensity is a value representing the fraction of a certain probe which is hybridized.
- detection of hybridization intensity may be performed using a marker associated with the formed hybrid, such as for example a fluorescence marker or a radio-active marker, or other markers known in the art.
- the marker used for the sample solution is the same as the marker used for the reference solution. However, this is not critical for the present methods. Accordingly, different markers may be used for the sample solution and the reference solution.
- the detection of the hybridization intensity may be performed using a label-free method, such as surface-enhanced Raman spectroscopy.
- the hybridization intensities may be induced by emission of a label associated with a hybrid formed by binding of the target polynucleotide or mutant thereof and said probes.
- Suitable fluorescence markers for the present methods include, but are not limited to, Cy3 and Cy5, which are dyes of the cyanine dye family.
- the markers or labels may be associated to the target or mutant polynucleotide prior to or after hybridization.
- a fluorescent dye or other marker compound may be associated directly to the target or mutant thereof.
- the marker compounds may be associated to the target or mutant thereof in an indirect manner, for example via a "barcode", which is a strand having a hybridization sequence which is complementary to a tail sequence which is present on the mutant polynucleotide of interest and on the target polynucleotide, thereby allowing hybridization between the barcode and target (or mutant thereof), and therefore indirect coupling of the fluorescence marker or other marker to the target. More particularly, the strand hybridizes to a tail sequence outside the target sequence of the target polynucleotide, such that it does not significantly interfere with the hybridization between the targets and the probes.
- the first hybridization intensities are compared with the second hybridization intensities for corresponding probes.
- the intensity of each probe of the first probe set may be compared to the intensity of the corresponding probe of the second probe set. Based on the comparison of the hybridization intensities, the presence of one or more mutant polynucleotides can be determined.
- the present inventors have found that by comparing the hybridization intensities of hybridization experiments on a sample solution as well as a reference solution using two identical probe sets as described herein, it is possible to identify mutant polynucleotides in a mixture of mutant and wild type polynucleotide at surprisingly low concentrations of the mutant relative to the wild type.
- each probe intensity is associated to a signal from a spot.
- a spot is a local space on the microarray slide that contains a large number of identical sequences corresponding to a certain type of probe in the probe set. Therefore, each spot represents a single type of probe.
- Each of these identical sequences within a spot is supposed to be hybridized to a floating target sequence depending on the affinity between the two sequences. This affinity is sequence dependent and determines the fraction of hybridized probes in a spot.
- This equation can be calculated for each spot of the microarray, i.e. for each probe type in a probe set.
- the free energy AG can be rescaled to the value of the free energy of the perfect match (PM) hybrid AG PM .
- the PM hybrid refers to the hybrid formed by the target sequence or target polynucleotide and the PM probe. This rescaled free energy is denoted as AAG ⁇ AG-AGpM- Therefore, the rescaled free energy for the PM hybrid AAG PM is zero.
- the probe set can be designed such that each available probe (except the PM probe) contains a mismatch (DNA defect) against the wild type.
- AAG can be interpreted as the measure for affinity penalty due to mismatch.
- equation 1 can be extended to:
- l(wt) is the wild type contribution to the total signal and l(mut) is the mutant contribution
- c(wt) is concentration of wild type target sequence
- c(mut) is concentration of mutant target sequence
- AG(wt) is free energy of the wild type
- AG(mut) is free energy of the mutant.
- intensity data from a mixture experiment [l(mix)] may be compared with reference intensity data [l(ref)] from a microarray experiment that only contains wild type target sequence.
- step (iii) of the present methods comprises analyzing the logarithm of the first hybridization intensities as a function of the logarithm of the second hybridization intensities for corresponding probes. If a mutation of the target polynucleotide is present in the sample solution, a plot of the logarithm of the of the first hybridization intensities in function of the logarithm of the second hybridization intensities for corresponding probes will show several branches which contain information about the mutant present in the sample (see further). It will be evident to the skilled person that similar results can be obtained by using the actual hybridization intensities for the plot while using logarithmic scales for the axes.
- Fig. 1 shows an illustrative plot of l(mix) against l(ref) for a simple theoretical microarray experiment, using axes with a logarithmic scale.
- the data splits into four groups or "branches": one reference branch (1 ), a mutation branch (2), and two side branches (3).
- Fig. 2 illustrates target and probe sequences, with pictograms depicting nucleotide at the same position on each sequence. The shape of the pictograms indicates the Watson-Crick complementarity as pairs.
- the mutant target has one different nucleotide compared to the wild type. Four probes are provided with all possible nucleotides.
- the nucleotides are complementary to each other, they will have much higher affinity to bind. Therefore, the PM probe will have higher affinity to bind with the wild type such that for this probe l(wt)»l(mut). These probes will be part of the reference branch.
- one of the mismatch (MM) probed is complementary to the mutant and therefore will have higher affinity to bind to the mutant target, such that for this probe l(wt) «l(mut). These probes will belong to the mutation branch.
- the nucleotides of the other two probes contain a mismatch to both the wild type and the mutant target, so they will be lying in between the reference and the mutation branch.
- the probes belonging to the mutation branch can be analyzed.
- the difference between the two intensity datasets (one dataset corresponding to the reference sample containing wild type only, and one to the sample containing the mixture) can be denoted as p, wherein:
- step (iii) of the present methods may comprise determining whether two or more parallel linear relationships can be distinguished between (parts of the) logarithm of the first hybridization intensities as a function of the logarithm of the second hybridization intensities.
- the methods may comprise determining the distance p between these linear relationships.
- AAG AG(mut)-AG(wt).
- the distance p can be related to the relative concentration of the mutant [c(mut)/c(wt)] and the free energy difference between mutant and wild type sequences AAG.
- AG is again the measure of affinity penalty due to mismatches.
- the mismatching nucleotides are between the mutant and wild type. Therefore, Equation 4 shows that p can be used to measure affinity.
- the present method may be used for determining the relative amount of the mutant and the target polynucleotide [c(mut)/c(wt)] in the sample solution.
- the methods described herein may also be used for testing whether a specific mutation is present in a sample.
- the hybridization intensities may be analyzed using statistical methods.
- information of a mutant in a sample is available on a mutation branch on a hybridization intensity plot as shown in Fig. 1 .
- the existence of a mutation branch can be tested using a two-sample t-test, wherein the two groups are the data of the reference and the mutation branch.
- the alternative hypothesis [H(a)] is p >0.
- solely testing this hypothesis may not be reliable as possible mutations on the same location can also lead to significant p-values.
- the present methods may comprise determining which of a plurality of candidate mutant polynucleotides is present in the sample solution.
- the hybridization intensities certain probes or spots may be excluded from the comparison in step (iii).
- probes or spots may be excluded from further analysis because the corresponding hybridization intensity is either too low (not significantly above the background signal) or too high (above the saturation level).
- Fig. 1 shows the areas in the plot corresponding to the background noise region. Data points within these areas are preferably excluded from the analysis.
- certain probes or spots may be excluded from further analysis because the hybridization for these spots has not reached equilibrium.
- the hybridization experiments are performed under such conditions that hybridization has reached equilibrium, e.g. by selecting suitable probe lengths, temperatures, and hybridization time.
- a method for determining for which probes or spots hybridization has reached equilibrium is described in international patent application WO 201 1/035801 , which is hereby incorporated by reference in its entirety.
- the sample solution may further be contacted to a third and even further pluralities of probes, which are identical to the first and second plurality of probes.
- the hybridization intensities of the corresponding probes may be averaged, which may further improve the reliability of the present methods.
- the reference sample may be contacted with further pluralities of probes, wherein the intensities of corresponding probes are averaged.
- step (iii) of comparing the hybridization intensities may comprise averaging the results of various probe sets.
- kits for performing the methods described herein.
- the tools are kits, i.e. combinations of reagents. More particularly, provided herein is a kit for determining the presence of a mutant of a target polynucleotide comprising a target sequence in a sample, said kit comprising a plurality of probes comprising a perfect match probe for said target sequence and a plurality of probes with one or two non-complementary nucleotides with respect to said target sequence. In particular embodiments the kits comprise more than one set of said plurality of probes.
- the tools provided herein comprise a microarray comprising at least two identical probe sets, each comprising a perfect match probe for said target sequence and a plurality of probes with one or two non-complementary nucleotides with respect to said target sequence.
- the tools further comprise a reference solution comprising said target polynucleotide, wherein said reference solution is essentially free of mutants of said target polynucleotide differing from a target polynucleotide comprising a target sequence in one or more nucleotides of said target sequence.
- the kits comprise:
- a reference solution comprising said target polynucleotide, wherein said reference solution is essentially free of mutants of said target polynucleotide
- a microarray comprising at least two identical probe sets, each comprising a perfect match probe for said target sequence and a plurality of probes with one or two non- complementary nucleotides with respect to said target sequence.
- a computer program product for performing, when executed on a computing device, at least a part of a method for determining the presence of a mutant of a target polynucleotide as described herein.
- the computer programs may be configured for receiving and analyzing hybridization intensities according to the methods described herein.
- the computer program may be configured to compare the intensity of corresponding probes of the first and second probe set, and to identify reference and mutation branches as described herein.
- the computer program product being configured for receiving first hybridization intensities for a sample solution, receiving second hybridization intensities for a reference solution comprising said target polynucleotide and analyzing the logarithm of said first hybridization intensities as a function of the logarithm of said second hybridization intensities for corresponding probes and determining the presence of a mutant polynucleotide in said sample solution based thereon.
- the software may further be configured to perform a statistical analysis of the hybridization intensity data in order to determine which of a plurality of candidate mutants is present in a sample solution.
- the computer programs may further be configured for designing suitable probe sets based on information of the target sequence and/or mutations thereof.
- such software may be adapted to run on suitable computer or computer platform, based on one or more processors.
- the software may be adapted for use with any suitable operating system.
- the computing means may comprise a processing means or processor for processing data.
- a further tool provided herein is a device configured for carrying out the methods provided herein. More particularly the device comprises the combination of the necessary hardware and software for carrying out the different steps of these methods.
- the device may comprise hardware, in the form of reaction vessels and feeds for reagents connected thereto and a detection unit, which can ensure the contacting a sample solution with a first plurality of probes, hybridization of the sample solution with the first plurality of probes and measurement of first hybridization intensities for each of said first plurality of probes.
- the device may further comprise a parallel set of reaction vessels, feeds for reagents connected thereto and detection unit which allow the contacting of a reference solution with a second plurality of probes, hybridization between the reference solution and the second plurality of probes and measurement of the second hybridization intensities for each of said second plurality of probes; alternatively, the device may be configured to perform the steps on the reference solution subsequently to the first set of steps for the sample solution using some or all of the same hardware.
- the device comprises a processing unit provided with the necessary software for performing the analysis step involving the comparison of the first and second measurements and optionally a display unit to present the results of said analysis to a user. In particular embodiments, the results are displayed as information on the presence of a mutant polynucleotide in the sample solution.
- the inventors have applied the present method for the detection, identification and quantification of hotspot point mutations in the K-RAS oncogene, which is an important genetic marker for colorectal and lung cancer diagnostics and treatment stratification.
- gBlocks experiments In a first set of experiments (gBlocks experiments), mixtures of wild-type KRAS ssDNA and mutant KRAS ssDNA were used. To obtain ssDNA mixtures, a PCR reaction was performed on double-stranded sequence-verified gBlocks ® Gene Fragments (obtained from Integrated DNA Technologies, Leuven, Belgium), further referred to herein as "gBlocks". gBlocks sequences of the 12 most commonly reported KRAS mutations were used: G12C, G12S, G12R, G12D, G12A, G12V, G13C, G13S, G13R, G13D, G13A, and G13V. Mixtures were made with gBlocks wild-type DNA and contained 5% of mutant DNA.
- the PCR reaction mixture comprised 0.4 ⁇ forward (5'-GTCCTGCACCAGTAATATGC-3' SEQ ID NO:1 ) and 0.4 ⁇ reverse (5'
- CTGGCGTCATAGCTGTTTCCTGTGTGAGTATTAACCTTAT GTGTGACA-3' (SEQ ID NO:2)) primers (Eurogentec, Seraing, Belgium), 2mM MgS0 4 , 0.2mM of each deoxyribonucleoside triphosphate (dNTP), 2 U Platinum Taq DNA High-Fidelity Polymerase (Life Technologies, Ghent, Belgium), and 0.5ng gBlocks DNA in a final volume of 50 ⁇ .
- the reverse primer has a phosphate modification at the 5' end.
- the DNA was amplified through 35 cycles (95°C, 30s; 55 °C, 30s; 72°C, 30s) with a Verti ® thermal cycler (Life technologies). Amplicons were purified using Qiagen PCR purification kit (Qiagen, Hilden, Germany), according to manufacturer's protocol. A Lambda exonuclease treatment (Fermentas, St.Leon-Rot, Germany) was performed on the purified PCR product according to manufacturer's protocol. The obtained ssDNA was analyzed on a FlashGel DNA system (Lonza, Slough, UK), and concentration was measured in a NanoDrop spectrophotometer. 10nM ssDNA was used in the microarray experiments.
- Dilutions for the second set of experiments to study the detection limit were made by mixing the available gBlocks ssDNA mutant G12A, and wild-type ssDNA, except for one experiment that uses a pure mutant sample, to the total of 5nM concentration.
- Exemplary concentrations of mutant DNA for the samples are 0.1024%, 0.256%, 0.64%, 4%, 10%, and 100% (relative mutant concentration).
- FFPE formalin-fixed paraffin embedded
- AAAAACTGGCGTCATAGCTGTTTCCTGTGTGA-3' (SEQ ID NO:3)) diluted in nuclease- free water to a final concentration of 0.05 ⁇ together with ssDNA (various concentrations), 5 ⁇ 10 ⁇ blocking agent and 25 ⁇ 2 ⁇ GEx hybridization buffer HI-RPM.
- the hybridization mixture was centrifuged at 13000 rpm for 1 minute and each microarray of the 8x 15K custom Agilent slides was loaded with 40 ⁇ of the mixture.
- the arrays were scanned on an Agilent scanner (G2565BA) at 5 ⁇ resolution, high and low laser intensity and further processed using Agilent Feature Extraction Software (GE1 v5 95 Feb07) that performs automatic gridding, intensity measurement, background subtraction and quality checks.
- Agilent Feature Extraction Software GE1 v5 95 Feb07
- a custom designed probe set was constructed for the microarray experiments to study the region around codon 12 and 13 of exon 2 of the K-RAS gene.
- the rest of the probes contain all possible single or double mismatches (1 MMor 2MM) against the wild type target, avoiding the free energy penalty coming from interaction between two mismatches and a mismatch located close to the edge of the helix structure (Hadiwikarta WW et al., Nucleic Acids Res. 2012, 40, e138). Each probe was replicated eight times and the median over these replicates was used for data analysis. 1.4 Defining mutation detection limit
- the minimum p was estimated for which a mutation can still be detected. This was done via power calculation for a onesided two sample t-test with unequal sample size and unequal standard deviation. This calculation was programmed using simulation. The resulting curves were smoothed using lowess method.
- the probe set contains one type of probe that is perfectly matching to the target, whereas the other probes contain one or two mismatches against the target. Mismatches close to each other or near the boundaries of the sequence are avoided.
- Fig. 3 presents the graphical result when testing mutation G13C.
- the mutation branch clearly has higher intensities on the y-axis.
- -logl O(p-value) values are used in order to avoid small numbers.
- Iog10(0.05) 1 .3.
- the resulting -logl O(p-value) when testing mutations G13S, G13R and G13C are 2.02, 4.84, and 10.49 (i.e. all three are significant); and the corresponding p values are 0.14, 0.33, and 3.20, respectively.
- the two lowest -logl O(p-value) have low corresponding p values and are representing the side branches.
- the highest -logl O(p-value) and also the highest p are associated to G13C, which indeed is the mutation present in the sample.
- microarray experiments were performed on a number of samples containing a known mutant but with incrementally increased mutant concentration. In this study, six different concentrations of the same mixture from the mutant G12A were tested.
- Equation 4 discussed above can be rearranged to equation 5:
- FIG. 5 A concentration profile can be made (Fig. 5) wherein [e(exp)(p) - 1 ] is plotted versus the fraction mutant fraction. Fig. 5 clearly shows that the obtained data perfectly fits the theoretical linear relationship according to equation 5.
- the concentration curve for each mutation was plotted as shown in Fig. 6. From the slope of the concentration curves, ⁇ can be derived for each mutation. Mutations having a weaker ⁇ have a smaller slope, and are more difficult to detect in small concentrations using a t-test as described above.
- the minimum p for which the present method still allows for the detection of the mutation (or reject the null hypothesis of no mutation) with enough statistical power was determined based on an estimate of the sample size and the standard deviation for the reference branch and the mutation branch, setting the statistical power conservatively to 90%.
- the minimum p is drawn in Fig. 6 as a horizontal dotted line, which shows that for any one of the mutations, the present method allows for detecting a relative mutant concentration as low as 1 %.
- the method can be applied to real paraffin embedded clinical samples, showing it can deal with the limited quality and heterogeneity of the tissue material. Due to the intrinsic parallel character of the microarray technology, this approach makes it possible to detect hundreds of different point mutations in a single run.
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| PCT/EP2015/071303 WO2016042067A1 (en) | 2014-09-17 | 2015-09-17 | Methods and tools for analyzing hybridization |
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| US6420108B2 (en) * | 1998-02-09 | 2002-07-16 | Affymetrix, Inc. | Computer-aided display for comparative gene expression |
| US20020012913A1 (en) | 1998-09-15 | 2002-01-31 | Kevin L. Gunderson | Nucleic acid analysis using complete n-mer arrays |
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